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Watsonx.ai is a platform that allows AI developers to leverage a wide range of LLMs under IBM's own Granite series and others such as Facebook's LLaMA-2, free and open-source model Mistral and many others present in Hugging Face community for a diverse set of AI development tasks.
IBM Granite is a series of decoder-only AI foundation models created by IBM. [3] It was announced on September 7, 2023, [ 4 ] [ 5 ] and an initial paper was published 4 days later. [ 6 ] Initially intended for use in the IBM's cloud-based data and generative AI platform Watsonx along with other models, [ 7 ] IBM opened the source code of some ...
The high-level architecture of IBM's DeepQA used in Watson [9]. Watson was created as a question answering (QA) computing system that IBM built to apply advanced natural language processing, information retrieval, knowledge representation, automated reasoning, and machine learning technologies to the field of open domain question answering.
IBM held a conference named World of Watson, centered around its AI products and Watson, a QA computer AI system in Las Vegas, on October 29 – November 2. [2] IBM delivered several speeches related to Watson's capabilities and its possible integration to health and business sectors, which were criticized 2 years later by IEEE Spectrum to be exaggerated.
IBM Cognos Analytics with Watson (aka Cognos Analytics, and formerly known as IBM Cognos Business Intelligence) is a web-based integrated business intelligence suite by IBM. It provides a toolset for reporting , analytics , scorecarding , and monitoring of events and metrics.
In May 2023, IBM revealed Watsonx, a Generative AI toolkit that is powered by IBM's own Granite models with option to use other publicly available LLMs. Watsonx has multiple services for training and fine tuning models based on confidential data. [161] A year later, IBM open-sourced Granite code models and put them on Hugging Face for public ...
Watson Studio provides access to data sets that are available through Watson Data Platform, on-premises or on the cloud. The platform also has a large community and embedded resources such as articles on the latest developments from the data science world and public data sets. The platform is available in on-premises, cloud, and desktop forms.
A use case diagram [1] is a graphical depiction of a user's possible interactions with a system. A use case diagram shows various use cases and different types of users the system has and will often be accompanied by other types of diagrams as well. The use cases are represented by either circles or ellipses. The actors are often shown as stick ...